Data Analysis

Dataset statistics

Number of variables	15
Number of observations	9250
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.1 MiB
Average record size in memory	120.0 B

Variable types

Categorical	1
Numeric	14

Warnings

`95% Speed(m/s)` is highly correlated with `75% Speed(m/s)` and 3 other fields	High correlation
`75% Speed(m/s)` is highly correlated with `95% Speed(m/s)` and 3 other fields	High correlation
`Mean Speed(m/s)` is highly correlated with `95% Speed(m/s)` and 2 other fields	High correlation
`Speed Std` is highly correlated with `95% Speed(m/s)` and 1 other fields	High correlation
`95% Acceleration(m^2/s)` is highly correlated with `Mean Acceleration(m^2/s)` and 1 other fields	High correlation
`75% Acceleration(m^2/s)` is highly correlated with `Mean Acceleration(m^2/s)` and 1 other fields	High correlation
`Mean Acceleration(m^2/s)` is highly correlated with `95% Acceleration(m^2/s)` and 2 other fields	High correlation
`Non 0 Mean Speed(m/s)` is highly correlated with `95% Speed(m/s)` and 2 other fields	High correlation
`Non 0 Mean Acceleration(m^2/s)` is highly correlated with `95% Acceleration(m^2/s)` and 2 other fields	High correlation

Reproduction

Analysis started	2021-05-09 07:27:30.230662
Analysis finished	2021-05-09 07:28:07.839268
Duration	37.61 seconds
Software version	pandas-profiling v2.11.0
Download configuration	config.yaml

Labels
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	72.4 KiB

1	3831
3	1832
2	1515
4	1340
5	732

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	9250
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	5
2nd row	5
3rd row	5
4th row	5
5th row	5

Value	Count	Frequency (%)
1	3831	41.4%
3	1832	19.8%
2	1515	16.4%
4	1340	14.5%
5	732	7.9%

Histogram of lengths of the category

Value	Count	Frequency (%)
1	3831	41.4%
3	1832	19.8%
2	1515	16.4%
4	1340	14.5%
5	732	7.9%

Most occurring characters

Value	Count	Frequency (%)
1	3831	41.4%
3	1832	19.8%
2	1515	16.4%
4	1340	14.5%
5	732	7.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9250	100.0%

Most frequent character per category

Value	Count	Frequency (%)
1	3831	41.4%
3	1832	19.8%
2	1515	16.4%
4	1340	14.5%
5	732	7.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	9250	100.0%

Most frequent character per script

Value	Count	Frequency (%)
1	3831	41.4%
3	1832	19.8%
2	1515	16.4%
4	1340	14.5%
5	732	7.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9250	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	3831	41.4%
3	1832	19.8%
2	1515	16.4%
4	1340	14.5%
5	732	7.9%

Max Speed(m/s)
Real number (ℝ_≥0)

Distinct	3059
Distinct (%)	33.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	13.63038486
Minimum	0.28
Maximum	99.88
Zeros	0
Zeros (%)	0.0%
Memory size	72.4 KiB

Quantile statistics

Minimum	0.28
5-th percentile	2.6145
Q1	4.62
median	8.83
Q3	19.7575
95-th percentile	38.713
Maximum	99.88
Range	99.6
Interquartile range (IQR)	15.1375

Descriptive statistics

Standard deviation	13.37513611
Coefficient of variation (CV)	0.9812735476
Kurtosis	6.812160409
Mean	13.63038486
Median Absolute Deviation (MAD)	4.96
Skewness	2.19827303
Sum	126081.06
Variance	178.894266
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	122	1.3%
4.98	86	0.9%
4.97	83	0.9%
4.99	78	0.8%
4.96	74	0.8%
4.95	65	0.7%
4.94	62	0.7%
4.93	59	0.6%
4.9	58	0.6%
4.92	55	0.6%
Other values (3049)	8508	92.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.28	1	< 0.1%
0.48	1	< 0.1%
0.55	1	< 0.1%
0.61	1	< 0.1%
0.65	1	< 0.1%

Value	Count	Frequency (%)
99.88	1	< 0.1%
97.64	1	< 0.1%
96.98	1	< 0.1%
95.63	1	< 0.1%
95.44	1	< 0.1%

95% Speed(m/s)
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	2319
Distinct (%)	25.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8.977572973
Minimum	0.25
Maximum	67.38
Zeros	0
Zeros (%)	0.0%
Memory size	72.4 KiB

Quantile statistics

Minimum	0.25
5-th percentile	1.79
Q1	2.91
median	5.11
Q3	13.1875
95-th percentile	22.7555
Maximum	67.38
Range	67.13
Interquartile range (IQR)	10.2775

Descriptive statistics

Standard deviation	8.478246975
Coefficient of variation (CV)	0.9443807364
Kurtosis	9.15631155
Mean	8.977572973
Median Absolute Deviation (MAD)	3
Skewness	2.265726859
Sum	83042.55
Variance	71.88067177
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.83	33	0.4%
3.34	28	0.3%
3.07	27	0.3%
2.88	27	0.3%
2.98	27	0.3%
2.42	26	0.3%
2.78	25	0.3%
2.35	25	0.3%
2.52	24	0.3%
2.24	24	0.3%
Other values (2309)	8984	97.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.25	1	< 0.1%
0.39	1	< 0.1%
0.47	1	< 0.1%
0.54	1	< 0.1%
0.56	1	< 0.1%

Value	Count	Frequency (%)
67.38	1	< 0.1%
65.72	1	< 0.1%
65.38	1	< 0.1%
64.84	1	< 0.1%
64.63	1	< 0.1%

75% Speed(m/s)
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1935
Distinct (%)	20.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6.249003243
Minimum	0
Maximum	67
Zeros	1
Zeros (%)	< 0.1%
Memory size	72.4 KiB

Quantile statistics

Minimum	0
5-th percentile	1.19
Q1	1.73
median	3.59
Q3	8.9
95-th percentile	18.61
Maximum	67
Range	67
Interquartile range (IQR)	7.17

Descriptive statistics

Standard deviation	6.643210418
Coefficient of variation (CV)	1.063083208
Kurtosis	9.419687429
Mean	6.249003243
Median Absolute Deviation (MAD)	2.11
Skewness	2.458275108
Sum	57803.28
Variance	44.13224465
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.5	67	0.7%
1.72	60	0.6%
1.44	56	0.6%
1.56	52	0.6%
1.6	52	0.6%
1.48	52	0.6%
1.62	52	0.6%
1.54	51	0.6%
1.74	50	0.5%
1.78	50	0.5%
Other values (1925)	8708	94.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.1	1	< 0.1%
0.12	1	< 0.1%
0.15	1	< 0.1%
0.17	1	< 0.1%

Value	Count	Frequency (%)
67	1	< 0.1%
55.38	1	< 0.1%
54.87	1	< 0.1%
54.38	1	< 0.1%
51.79	1	< 0.1%

Mean Speed(m/s)
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1568
Distinct (%)	17.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.441460541
Minimum	0.1
Maximum	48.68
Zeros	0
Zeros (%)	0.0%
Memory size	72.4 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.89
Q1	1.39
median	2.88
Q3	5.72
95-th percentile	13.511
Maximum	48.68
Range	48.58
Interquartile range (IQR)	4.33

Descriptive statistics

Standard deviation	4.715008044
Coefficient of variation (CV)	1.061589538
Kurtosis	12.21328392
Mean	4.441460541
Median Absolute Deviation (MAD)	1.64
Skewness	2.842656212
Sum	41083.51
Variance	22.23130085
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.43	61	0.7%
1.49	58	0.6%
1.27	58	0.6%
1.25	56	0.6%
1.35	55	0.6%
1.18	54	0.6%
1.42	53	0.6%
1.47	52	0.6%
1.34	51	0.6%
1.36	51	0.6%
Other values (1558)	8701	94.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1	1	< 0.1%
0.11	1	< 0.1%
0.17	1	< 0.1%
0.2	1	< 0.1%
0.21	1	< 0.1%

Value	Count	Frequency (%)
48.68	1	< 0.1%
44.01	1	< 0.1%
42.01	1	< 0.1%
40.18	1	< 0.1%
39.97	1	< 0.1%

Speed Std
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1025
Distinct (%)	11.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.817126486
Minimum	0.04
Maximum	22.38
Zeros	0
Zeros (%)	0.0%
Memory size	72.4 KiB

Quantile statistics

Minimum	0.04
5-th percentile	0.48
Q1	0.83
median	1.41
Q3	4.4
95-th percentile	7.66
Maximum	22.38
Range	22.34
Interquartile range (IQR)	3.57

Descriptive statistics

Standard deviation	2.716390077
Coefficient of variation (CV)	0.9642414317
Kurtosis	5.431724913
Mean	2.817126486
Median Absolute Deviation (MAD)	0.82
Skewness	1.823737845
Sum	26058.42
Variance	7.378775048
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.91	87	0.9%
0.75	75	0.8%
0.74	74	0.8%
0.83	73	0.8%
0.78	72	0.8%
0.79	71	0.8%
0.89	71	0.8%
0.73	70	0.8%
0.87	70	0.8%
0.77	70	0.8%
Other values (1015)	8517	92.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.04	1	< 0.1%
0.07	2	< 0.1%
0.08	3	< 0.1%
0.09	2	< 0.1%
0.1	3	< 0.1%

Value	Count	Frequency (%)
22.38	1	< 0.1%
21.7	1	< 0.1%
20.53	1	< 0.1%
19.81	1	< 0.1%
19.15	1	< 0.1%

Max Acceleration(m^2/s)
Real number (ℝ_≥0)

Distinct	1467
Distinct (%)	15.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.835177297
Minimum	0
Maximum	81.74
Zeros	18
Zeros (%)	0.2%
Memory size	72.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0.22
Q1	1.48
median	2.54
Q3	4.28
95-th percentile	11.8455
Maximum	81.74
Range	81.74
Interquartile range (IQR)	2.8

Descriptive statistics

Standard deviation	4.833030018
Coefficient of variation (CV)	1.260184248
Kurtosis	37.11843603
Mean	3.835177297
Median Absolute Deviation (MAD)	1.28
Skewness	4.653374335
Sum	35475.39
Variance	23.35817915
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01	68	0.7%
0.02	53	0.6%
2.92	40	0.4%
2.54	37	0.4%
2.83	37	0.4%
2.58	35	0.4%
1.73	35	0.4%
2.85	34	0.4%
2.65	34	0.4%
2.5	34	0.4%
Other values (1457)	8843	95.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	18	0.2%
0.01	68	0.7%
0.02	53	0.6%
0.03	26	0.3%
0.04	28	0.3%

Value	Count	Frequency (%)
81.74	1	< 0.1%
79.52	1	< 0.1%
61.9	1	< 0.1%
60.83	1	< 0.1%
60.27	1	< 0.1%

95% Acceleration(m^2/s)
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	452
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.092508108
Minimum	0
Maximum	29.14
Zeros	21
Zeros (%)	0.2%
Memory size	72.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0.12
Q1	0.6
median	0.96
Q3	1.35
95-th percentile	2.41
Maximum	29.14
Range	29.14
Interquartile range (IQR)	0.75

Descriptive statistics

Standard deviation	0.972513033
Coefficient of variation (CV)	0.8901655061
Kurtosis	164.5963756
Mean	1.092508108
Median Absolute Deviation (MAD)	0.37
Skewness	8.365002549
Sum	10105.7
Variance	0.9457815993
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.04	98	1.1%
0.98	97	1.0%
1	89	1.0%
1.06	86	0.9%
0.96	82	0.9%
0.01	80	0.9%
0.92	79	0.9%
0.78	78	0.8%
0.89	75	0.8%
0.97	75	0.8%
Other values (442)	8411	90.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	21	0.2%
0.01	80	0.9%
0.02	68	0.7%
0.03	42	0.5%
0.04	59	0.6%

Value	Count	Frequency (%)
29.14	1	< 0.1%
24.84	1	< 0.1%
20.96	1	< 0.1%
19.52	1	< 0.1%
14.9	1	< 0.1%

75% Acceleration(m^2/s)
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	190
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.4313675676
Minimum	0
Maximum	11.97
Zeros	71
Zeros (%)	0.8%
Memory size	72.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0.04
Q1	0.23
median	0.4
Q3	0.57
95-th percentile	0.92
Maximum	11.97
Range	11.97
Interquartile range (IQR)	0.34

Descriptive statistics

Standard deviation	0.3449227994
Coefficient of variation (CV)	0.7996029959
Kurtosis	210.5963962
Mean	0.4313675676
Median Absolute Deviation (MAD)	0.17
Skewness	8.620445816
Sum	3990.15
Variance	0.1189717375
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.38	186	2.0%
0.42	179	1.9%
0.46	177	1.9%
0.44	169	1.8%
0.4	165	1.8%
0.01	161	1.7%
0.34	157	1.7%
0.35	156	1.7%
0.36	156	1.7%
0.28	151	1.6%
Other values (180)	7593	82.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	71	0.8%
0.01	161	1.7%
0.02	127	1.4%
0.03	71	0.8%
0.04	56	0.6%

Value	Count	Frequency (%)
11.97	1	< 0.1%
8.58	1	< 0.1%
7.85	1	< 0.1%
6.34	1	< 0.1%
4.72	1	< 0.1%

Mean Acceleration(m^2/s)
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	182
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.3443708108
Minimum	0
Maximum	9.66
Zeros	80
Zeros (%)	0.9%
Memory size	72.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0.04
Q1	0.19
median	0.31
Q3	0.4375
95-th percentile	0.75
Maximum	9.66
Range	9.66
Interquartile range (IQR)	0.2475

Descriptive statistics

Standard deviation	0.2858025535
Coefficient of variation (CV)	0.8299267665
Kurtosis	189.3163166
Mean	0.3443708108
Median Absolute Deviation (MAD)	0.12
Skewness	8.543771607
Sum	3185.43
Variance	0.08168309959
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.36	238	2.6%
0.28	233	2.5%
0.3	230	2.5%
0.27	222	2.4%
0.32	222	2.4%
0.31	221	2.4%
0.26	210	2.3%
0.33	207	2.2%
0.34	203	2.2%
0.35	200	2.2%
Other values (172)	7064	76.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	80	0.9%
0.01	161	1.7%
0.02	94	1.0%
0.03	66	0.7%
0.04	84	0.9%

Value	Count	Frequency (%)
9.66	1	< 0.1%
6.55	1	< 0.1%
5.72	1	< 0.1%
5.07	1	< 0.1%
5.01	1	< 0.1%

Acceleration Std
Real number (ℝ_≥0)

Distinct	272
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.4532713514
Minimum	0
Maximum	13.85
Zeros	77
Zeros (%)	0.8%
Memory size	72.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0.05
Q1	0.24
median	0.36
Q3	0.53
95-th percentile	1.11
Maximum	13.85
Range	13.85
Interquartile range (IQR)	0.29

Descriptive statistics

Standard deviation	0.4796470403
Coefficient of variation (CV)	1.058189623
Kurtosis	166.3587026
Mean	0.4532713514
Median Absolute Deviation (MAD)	0.14
Skewness	9.064500969
Sum	4192.76
Variance	0.2300612833
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.29	224	2.4%
0.31	213	2.3%
0.33	212	2.3%
0.32	210	2.3%
0.35	208	2.2%
0.37	199	2.2%
0.3	199	2.2%
0.34	193	2.1%
0.28	190	2.1%
0.38	186	2.0%
Other values (262)	7216	78.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	77	0.8%
0.01	142	1.5%
0.02	74	0.8%
0.03	58	0.6%
0.04	65	0.7%

Value	Count	Frequency (%)
13.85	1	< 0.1%
11.2	1	< 0.1%
10.07	1	< 0.1%
9.69	1	< 0.1%
9.35	1	< 0.1%

Non 0 Mean Speed(m/s)
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	1565
Distinct (%)	16.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.503538378
Minimum	0.11
Maximum	48.68
Zeros	0
Zeros (%)	0.0%
Memory size	72.4 KiB

Quantile statistics

Minimum	0.11
5-th percentile	0.93
Q1	1.41
median	2.91
Q3	5.83
95-th percentile	13.63
Maximum	48.68
Range	48.57
Interquartile range (IQR)	4.42

Descriptive statistics

Standard deviation	4.752298417
Coefficient of variation (CV)	1.055236576
Kurtosis	11.89158796
Mean	4.503538378
Median Absolute Deviation (MAD)	1.65
Skewness	2.808585605
Sum	41657.73
Variance	22.58434024
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.31	65	0.7%
1.4	63	0.7%
1.43	62	0.7%
1.19	58	0.6%
1.25	57	0.6%
1.34	57	0.6%
1.32	56	0.6%
1.48	55	0.6%
1.44	55	0.6%
1.33	55	0.6%
Other values (1555)	8667	93.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.11	1	< 0.1%
0.12	1	< 0.1%
0.17	1	< 0.1%
0.23	1	< 0.1%
0.26	2	< 0.1%

Value	Count	Frequency (%)
48.68	1	< 0.1%
44.01	1	< 0.1%
42.01	1	< 0.1%
40.45	1	< 0.1%
40.18	1	< 0.1%

Non 0 Mean Acceleration(m^2/s)
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	179
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.3481351351
Minimum	0
Maximum	12.82
Zeros	80
Zeros (%)	0.9%
Memory size	72.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0.04
Q1	0.19
median	0.31
Q3	0.44
95-th percentile	0.76
Maximum	12.82
Range	12.82
Interquartile range (IQR)	0.25

Descriptive statistics

Standard deviation	0.2994945703
Coefficient of variation (CV)	0.8602825169
Kurtosis	380.4080606
Mean	0.3481351351
Median Absolute Deviation (MAD)	0.12
Skewness	11.97018847
Sum	3220.25
Variance	0.08969699763
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.28	229	2.5%
0.3	227	2.5%
0.36	225	2.4%
0.33	225	2.4%
0.27	222	2.4%
0.32	220	2.4%
0.35	216	2.3%
0.29	212	2.3%
0.31	208	2.2%
0.26	193	2.1%
Other values (169)	7073	76.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	80	0.9%
0.01	162	1.8%
0.02	97	1.0%
0.03	66	0.7%
0.04	83	0.9%

Value	Count	Frequency (%)
12.82	1	< 0.1%
6.55	1	< 0.1%
5.72	1	< 0.1%
5.07	1	< 0.1%
5.01	1	< 0.1%

Total Time(s)
Real number (ℝ_≥0)

Distinct	3477
Distinct (%)	37.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1714.13827
Minimum	10
Maximum	66701
Zeros	0
Zeros (%)	0.0%
Memory size	72.4 KiB

Quantile statistics

Minimum	10
5-th percentile	150
Q1	454.25
median	928
Q3	1939.75
95-th percentile	5470.55
Maximum	66701
Range	66691
Interquartile range (IQR)	1485.5

Descriptive statistics

Standard deviation	2817.611064
Coefficient of variation (CV)	1.643747831
Kurtosis	86.82160042
Mean	1714.13827
Median Absolute Deviation (MAD)	608
Skewness	7.145271545
Sum	15855779
Variance	7938932.106
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
110	18	0.2%
310	17	0.2%
105	16	0.2%
500	16	0.2%
528	15	0.2%
205	15	0.2%
600	15	0.2%
220	15	0.2%
440	14	0.2%
284	14	0.2%
Other values (3467)	9095	98.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
10	2	< 0.1%
13	1	< 0.1%
14	2	< 0.1%
20	1	< 0.1%
24	1	< 0.1%

Value	Count	Frequency (%)
66701	1	< 0.1%
49929	1	< 0.1%
47587	1	< 0.1%
44145	1	< 0.1%
38635	1	< 0.1%

Total Distance(m)
Real number (ℝ_≥0)

Distinct	9185
Distinct (%)	99.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	10720.65672
Minimum	100.67
Maximum	1699909.78
Zeros	0
Zeros (%)	0.0%
Memory size	72.4 KiB

Quantile statistics

Minimum	100.67
5-th percentile	220.1005
Q1	846.185
median	2539.98
Q3	7520.585
95-th percentile	31227.262
Maximum	1699909.78
Range	1699809.11
Interquartile range (IQR)	6674.4

Descriptive statistics

Standard deviation	48107.24781
Coefficient of variation (CV)	4.4873415
Kurtosis	362.9520225
Mean	10720.65672
Median Absolute Deviation (MAD)	2013.485
Skewness	16.36280731
Sum	99166074.65
Variance	2314307291
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1155.61	2	< 0.1%
573.36	2	< 0.1%
887.5	2	< 0.1%
898.6	2	< 0.1%
1319.21	2	< 0.1%
2668.26	2	< 0.1%
1162.68	2	< 0.1%
755.78	2	< 0.1%
1410.48	2	< 0.1%
145.75	2	< 0.1%
Other values (9175)	9230	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
100.67	1	< 0.1%
101.13	1	< 0.1%
101.33	1	< 0.1%
101.84	1	< 0.1%
102.25	1	< 0.1%

Value	Count	Frequency (%)
1699909.78	1	< 0.1%
1154439.73	1	< 0.1%
1137144.57	1	< 0.1%
958678.31	1	< 0.1%
897497.33	1	< 0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	Labels	Max Speed(m/s)	95% Speed(m/s)	75% Speed(m/s)	Mean Speed(m/s)	Speed Std	Max Acceleration(m^2/s)	95% Acceleration(m^2/s)	75% Acceleration(m^2/s)	Mean Acceleration(m^2/s)	Acceleration Std	Non 0 Mean Speed(m/s)	Non 0 Mean Acceleration(m^2/s)	Total Time(s)	Total Distance(m)
0	5	32.98	32.50	31.41	17.81	12.52	2.02	0.16	0.07	0.06	0.19	21.28	0.04	25599	472373.57
1	5	32.64	32.28	30.99	20.66	11.42	1.75	0.14	0.05	0.05	0.15	22.25	0.03	30608	649395.24
2	5	32.06	30.78	26.64	20.91	8.33	2.98	0.12	0.05	0.05	0.19	22.07	0.03	17913	376374.99
3	5	32.49	31.23	28.08	20.38	9.76	0.53	0.12	0.04	0.03	0.06	21.35	0.03	12925	263477.50
4	5	32.56	32.00	30.16	22.67	9.16	0.32	0.11	0.05	0.04	0.04	23.61	0.03	7289	167948.25
5	5	66.64	50.82	28.97	26.58	13.92	0.72	0.64	0.15	0.14	0.22	26.58	0.14	1572	35622.64
6	5	30.00	28.59	25.60	17.16	10.33	1.27	0.07	0.03	0.03	0.08	20.59	0.02	33128	573499.88
7	5	29.32	29.09	26.24	13.78	11.66	0.86	0.13	0.07	0.07	0.17	19.14	0.05	1614	25445.85
8	5	36.47	27.29	24.80	19.11	7.34	2.60	0.12	0.04	0.07	0.33	19.74	0.07	6313	127255.13
9	5	32.18	30.62	29.36	18.05	11.25	0.71	0.09	0.03	0.03	0.07	21.26	0.02	8374	154997.41

Last rows

	Labels	Max Speed(m/s)	95% Speed(m/s)	75% Speed(m/s)	Mean Speed(m/s)	Speed Std	Max Acceleration(m^2/s)	95% Acceleration(m^2/s)	75% Acceleration(m^2/s)	Mean Acceleration(m^2/s)	Acceleration Std	Non 0 Mean Speed(m/s)	Non 0 Mean Acceleration(m^2/s)	Total Time(s)	Total Distance(m)
9240	1	3.62	2.64	1.71	1.28	0.76	1.38	0.65	0.29	0.20	0.22	1.28	0.20	380	397.02
9241	5	53.61	20.10	17.80	12.32	7.55	12.77	1.46	0.42	0.45	0.94	12.39	0.45	1042	13112.10
9242	1	4.90	3.37	2.06	1.46	1.02	2.83	1.05	0.46	0.35	0.37	1.46	0.35	2244	3125.56
9243	5	56.13	22.52	19.30	15.84	6.79	11.07	2.63	0.97	0.83	1.18	15.84	0.83	922	13149.33
9244	1	4.88	3.42	1.60	1.21	1.06	1.44	1.01	0.34	0.27	0.32	1.22	0.27	442	411.31
9245	3	14.10	13.46	10.89	7.08	4.23	2.36	1.07	0.47	0.37	0.35	7.08	0.37	374	2646.72
9246	1	4.84	2.70	1.89	1.49	0.80	1.86	0.93	0.40	0.30	0.30	1.49	0.30	494	725.23
9247	3	16.84	15.20	12.96	9.59	3.93	2.66	1.47	0.88	0.61	0.48	9.59	0.61	212	2032.36
9248	1	4.18	2.35	1.34	1.01	0.85	1.73	0.86	0.28	0.22	0.31	1.01	0.22	242	530.16
9249	5	22.61	20.01	18.29	11.63	7.44	4.82	1.22	0.46	0.38	0.56	11.66	0.38	2136	18247.78

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows